{"doi":"10.1007/978-1-4842-1200-4_5","title":"Integration with Python","abstract":null,"journal":"Predictive Analytics with Microsoft Azure Machine Learning","year":2015,"id":589268,"datarank":0.0,"base_score":0.0,"endowment":0.0,"self_citation_contribution":0.0,"citation_network_contribution":0.0,"self_endowment_contribution":0.0,"citer_contribution":0.0,"corpus_percentile":null,"corpus_rank":null,"citation_count":0,"citer_count":0,"citers_with_citation_signal":0,"citers_with_endowment":0,"datacite_reuse_total":0,"is_dataset":false,"is_dataset_confidence":null,"is_data_producer":false,"deposit_databanks":null,"is_oa":false,"file_count":0,"downloads":0,"has_version_chain":false,"published_date":null,"fair_score":null,"fair_percentile":null,"algorithm_id":"datarank_citation_only_1hop_v6","ranking_scope":"data_only","authors":[{"id":1507648,"name":"Valentine Fontama","orcid":null,"position":1,"is_corresponding":false},{"id":1507649,"name":"Wee Hyong Tok","orcid":null,"position":2,"is_corresponding":false},{"id":1507647,"name":"Roger Barga","orcid":null,"position":0,"is_corresponding":false}],"reference_count":0,"raw_metadata":{"has_enrichment":true,"resolved":true,"title":"Integration with Python","abstract":"This chapter shows you how to use Python in Azure Machine Learning (Azure ML). Using simple examples, you will learn how to integrate Python as part of an Azure ML experiment. This enables you to tap into the powerful capabilities offered by various Python libraries, such as NumPy, SciPy, pandas, scikit-learn, and many more, directly in an Azure ML experiment.","is_dataset_classified":null,"base_score":0.0,"endowment":0.0,"datacite_reuse_total":0,"file_count":0,"downloads":0,"views":0,"has_version_chain":false,"is_dataset":false,"is_oa":false,"pmid":"20725694","pmcid":null,"openalex_id":"https://openalex.org/W2341492732","authors":[],"funders":[],"total_grants":0,"fwci":0.0,"citation_percentile":0.14074344,"influential_citations":0,"citation_trend":[],"oa_status":"closed","license":null,"oa_locations":[{"url":"http://link.springer.com/content/pdf/10.1007/978-1-4842-1200-4_5","host_type":"publisher"},{"url":"https://doi.org/10.1007/978-1-4842-1200-4_5","host_type":"ebook platform"}],"fields_of_study":["Computational Physics and Python Applications"],"mesh_terms":[],"keywords":["Python (programming language)","Computer science","Programming language","Software engineering"],"sdg_mappings":[],"linked_datasets":[],"clinical_trials":[],"software_tools":[],"database_accessions":[],"source":"live","citation_network_status":"fetched"},"created_at":"2026-07-23T15:24:13.393397Z","pmid":null,"pmcid":null,"fwci":null,"citation_percentile":null,"influential_citations":0,"oa_status":null,"license":null,"views":0,"total_file_size_bytes":0,"version_count":0,"fair_f":null,"fair_a":null,"fair_i":null,"fair_r":null,"fair_zscore":null,"fair_rationale":null,"fair_model":null,"fair_agent_version":null,"fair_fulltext_source":null,"fair_has_llm":null,"fair_computed_at":null,"clinical_trials":[],"software_tools":[],"db_accessions":[],"linked_datasets":[],"topics":[]}